"Traffic, Driving Style and Road Surface Condition" Dataset EDA

Content

Data Preparation

There are issues in the data types of all attributes but roadSurface, traffic and drivingStyle (Target) in both dataframes

Data Wrangling

Data Analysis

Summary of all correlations between attributes

Conclusion

This dataset explores multiple attributes of 2 different vehicle types and their relation to traffic (low, mid or high), drivingStyle (aggresive or normal) and roadSurface (even or uneven). It is an interesting dataset since it can be used to predict these mentioned 3 targets contributing to safer transportation since these metrics can be used to warn drivers in real time of surrounding dangers and alert the user of their own driving style

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